{"type": "article", "title": "UltraQuant on AMD Instinct: More Efficient Agentic Serving for Qwen3.8-MXFP4", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ultraquant-on-amd-instinct-more-efficient-agentic-serving-for-qwen3-8-mxfp4", "original_source": "https://rocm.blogs.amd.com/software-tools-optimization/ultraquant-kv4/README.html", "published": "2026-09-25T00:00:00+00:00", "accessed": "2026-09-25", "id": "ultraquant-on-amd-instinct-more-efficient-agentic-serving-for-qwen3-8-mxfp4"}